Ask HN: What's the best lecture series you've seen?

777 points by cauliflower99 ↗ HN
It could be tech related or otherwise. What made it so special?

286 comments

[ 4.3 ms ] story [ 248 ms ] thread
MIT 9.13 The Human Brain, Spring 2019: https://www.youtube.com/playlist?list=PLUl4u3cNGP60IKRN_pFpt...

Particularly about human vision and how visual information gets processed, priority and timing, etc. Some cool experiments (upside down face recognition).

On that topic, see also Medical Neuroscience by Leonard White - old but good

  https://online.duke.edu/course/medical-neuroscience/
  https://www.coursera.org/learn/medical-neuroscience
He does a good job explaining the crux of a much deeper science; his intent is mainly to provide background knowledge for aspiring doctors, but his own research is full-on neuroscience. It's a good example of topological sorting, building topics up from no-knowledge. And of course any knowledge of neuro-anatomy is humbling :)
Acland’s Anatomy. It was filmed in reverse of what is shown, for obvious reasons.
Not sure best ever, but I really enjoyed “The Other Side of History” (available from Great Courses Plus now Wonderium). I found the deep dive into daily life through history helped me better understand the common threads that all humans experience.

Course Description:

Imagine you're a Greek soldier marching into battle in the front row of a phalanx. Or an Egyptian woman putting on makeup before attending an evening party with your husband. Or a Celtic monk scurrying away with the Book of Kells during a Viking invasion. Welcome to the other side of history, the 99% of ordinary people whose names don't make it into the history books—but whose lives are no less fascinating than the great leaders whose names we all know. Here you'll encounter such diverse individuals as:

a Mesopotamian hunter-gatherer making a living in one of the world's earliest permanent settlements;

an Egyptian craftsman decorating the pharaoh's tomb in the Valley of the Kings; a Minoan fleeing the island of Santorini during a volcanic eruption;

a Greek citizen relaxing at a drinking party with the likes of Socrates;

a Roman slave captured in war and sent to work in the mines; and

a medieval pilgrim on the road to Canterbury.

https://www.thegreatcourses.com/courses/the-other-side-of-hi...

Thanks for this recommendation. It sounds like something I'd be interested in and I just found the audiobook for free as part of my Audible membership.
In the Great Courses vein, I really loved "great ideas of philosophy". Another favorite is "a history of freedom".
The lecturer in that seemed both so knowledgable and passionate about their subject that he was just riffing, it was incredibly good.

A lot of the courses are more like somebody reading out a textbook.

The Great Courses are a real gem. It's a shame they continue to shorten and clickbaitify their lecture series.
dan friedman and will byrd about a relational lisp eval in minikanren

bidirectional programming is something I like a lot, never thought an evaluator could be encoded like that

A long time ago I found a free UC Berkeley class, I think it was Psych 117: Drugs and Human Behavior that was absolutely phenomenal, but I can’t seem to find it anymore.
By David Presti. That was a fabulous course.
The Feynman Lectures on Physics.

https://www.feynmanlectures.caltech.edu/

Extremely clear and satisfying lectures that covers all of basic physics. Much of it is accessible to anyone with some spare time and first year university!

I came to post this. It is also likely one of the best-known lecture series, and for good reason.
Algoritms I and II by Sedgewick, was offered on Coursera by Princeton University.

Extremely good and interesting class on data structures and algorithms, with great auto-graded assignments as well.

the autograding is super well designed indeed. shooting for > 95% on the hw was great fun!
I liked listening to the Hardcore History podcast by Dan Carlin http://www.dancarlin.com
Not sure it counts as a lecture but damn that's a great podcast
I still occasionally think about the series on Rome, and also the Rise of the Khans series. (Also, apparently, it's pronounced Jenghis - who knew?!). The series on World War I is also phenomenally interesting and really paints the picture of just how brutal and senseless that war was. The section on Verdun is particularly harrowing.

Another one that I think everyone should hear is "Logical Insanity", where Dan talks through the civilian bombing campaigns of WWII. He makes a case that the nuclear bombing of Hiroshima and Nagasaki fit into this wider pattern of bombings in a really interesting way - those two events obviously loom large in our thinking about history, but in the context of WWII they were almost... mundane. Just two more bombings of civilians in a war that was full of the same. (Dan makes the case in a much more fleshed out way, so please don't take my half-assed description as an indicator of the quality of the episode).

These have all fallen behind the paywall at this point but they are well worth the money and time.

Andrej Karpathy's "Neural Networks: From Zero to Hero". https://karpathy.ai/zero-to-hero.html

Just watch the first lecture and you won't be able to not watch the rest. It starts with making your own autograd engine in 100 lines of python, similar to PyTorch and then builds up to a GPT network. He's one of the best in the field, founder of OpenAI, then Director of AI at Tesla. Nothing like the scam tutorials that just copy-paste random code from the internet.

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Alright, I'll bite. What makes you feel that way, and what do you prefer for the same subject matter instead? I don't know of many people posting this type of content in a raw format to youtube.
Let me help you there. Have you considered writing: "I think this lecture series is overrated, because $SERIES_A and $SERIES_B is much better, because ..."

Or you could explain why you dislike the communication style, the pace or anything else that others could also relate to.

This way we can just guess, and guessing includes bad options like "dev_0 just had a petty conflict with the lecturer" or "dev_0 tried themselves to teach this and did worse so it is envy".

So if you want to provide value, please explain yourself or just don't comment with one word in the future. If you don't want to provide value, consider commenting on youtube instead.

I think the comment provided value. I was about to start watching it but now I won't and I don't really care why they think that. The fact that someone thinks it's so overrated that they need to comment on it is enough.
There will never be 100% consensus on which content is worth watching on any topic, does that mean that you never consider watching anything?
That would be great. My ever-expanding backlog gives me anxiety so I'm always looking for an escape hatch. A small comment like that is enough to give me peace and lose the FOMO.
Hmmm... feeding your body is overrated, will you stop eating now? ;)
Not a bad idea. I fast regularly and it makes me feel great.
I have been trying period long term fasting, and tbh once you get used to it, it's quite pleasant.
The YouTube comment trope is out of date - YouTube comments nowadays are great. At least on the videos I watch.
YouTube’s default comment sort appears to do sentiment analysis to decide what to show - even remotely negative comments and replies I’ve made simply do not show up unless you switch to “New”

It appears to work - nearly all videos appear chock full of only positive feedback.

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Turn on showdead to see downvoted comments. Usually they are low effort and low value; you’re not missing much.
I did not know that. It is amazing how perception of HN changes drastically once you turn this flag on. It is not as extreme as "turning into a completely different website" but certainly it becomes less interesting. There is a sizeable amount of toxicity.
Yes. That's one cost of having a large, open, optionally-anonymous internet forum. We can't stop such posts but consigning them to a separate partition seems to work ok.
If you wish to see such stuff, turn on "showdead" in your profile settings.
These are basically - mind blowing.
Logged in just to upvote this, such an excellent resource!
The "Let's build GPT: from scratch, in code, spelled out." demystifies so much of machine learning and chatbots. It's so cool to see how simple python code can be leveraged into something so amazing.
I've watched some of his videos in the past, extremely humbling experience. Thank you for sharing this, it deserves a top spot on this thread.
Harvard CS50.
Related: CS50 Game Development.

Not hugely insightful or something, but if anyone wants to get into game dev, it’s a great start.

Through this course I can into contact with Lua & LÖVE and still enjoy both a lot (only in hobby projects).

I quite enjoyed John Searle's Philosophy of the Mind course. [1] Searle obviously has strong opinions on the subject, but he does a good job of going through the history from Descartes onward about the big problems in the philosophy of mind and how various philosophers have grappled with them, and he's enjoyable to listen to. The lectures midway through on functionalism and computational theories of the mind would probably be especially interesting to the HN audience. Towards the end he explains his own ideas about consciousness (though I found them to be less compelling than the earlier lectures in the course).

[1]: https://www.youtube.com/watch?v=zi7Va_4ekko&list=PL039MUyjHR...

I took this course as an undergrad. It was in fact required for anyone studying CogSci.

Can you imagine being a religion major and being forced to take a class from an atheist scientist? It was like that. Searle believes that General AI is impossible from a philosophical prospective, and the final exam requires you to defend or argue against that position. But if you argue against it you get no better than a B.

I got a B.

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Washington Street Studios' pottery playlist. Taught me a ton about ceramics. Sadly the lecturer Phil Berneburg has since passed away, but it's more or less the equivalent of the theoretical side of an undergraduate degree in ceramics.

https://www.youtube.com/playlist?list=PLS6Mrdpt53RyauAg8bGN-...

Sad news about passing of Phil Barneburg. I could watch his lectures non stop for hours.
Thank you for this recommendation. It is exactly what I was looking for.
Literally anything where someone points a camera at Noam Chomski and a question is asked.
many great suggestions but i can't believe no one has mentioned the original SICP lectures yet :)! (and a thing i always enjoy in it is the transformation to the expressions of the students as more magic is revealed)
Physics for future presidents by Richard Muller of UC belt Berkley.
I watched this after my Physics degree and took a bunch away from it. It's brilliant in the way it brought theory down to Earth.
Walter Lewin’s MIT lectures on Physics. Quite sad to see that they’ve been removed from MIT OpenCourseWare [1].

[1]: https://news.mit.edu/2014/lewin-courses-removed-1208

sad? I'd say tragic :(. I have never looked at rainbows the same since that lecture, I could stare at them for hours.
Probably McElreath's Statistical Rethinking, or Stanfords famous Neural Net course on youtube
I graduated with my CS degree back in 2016, but admittedly really disliked the curriculum at my university and have lacked some crucial knowledge.

One of the series I've picked at and skimmed at times for reference and relearning some concepts is MIT OpenCourseware's 6.006 (and other courses) taught primarily by Erik Demaine. He's much better than any instructor I had at San Jose state university and I've learned things better. Even when I watch his lectures and feel like I'm still missing some points, it's very easy to go back and review examples of his.